{"id":"W2062666348","doi":"10.1111/dme.12374","title":"Does a 2.5‐year self‐management education and support intervention change patterns of healthcare use in African‐American adults with Type 2 diabetes?","year":2013,"lang":"en","type":"article","venue":"Diabetic Medicine","topic":"Diabetes Management and Education","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Medicine; Intervention (counseling); African american; Gerontology; Self-management; Diabetes mellitus; Health care; Type 2 diabetes; Patient education; Family medicine; Nursing; Economic growth; Endocrinology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002293155,0.0001691881,0.0003942995,0.0004205221,0.00001945655,0.00001392095,0.00007023429,0.00003424421,0.0002791659],"category_scores_gemma":[0.00005542746,0.0001037101,0.00002444756,0.0004702015,0.00009808926,0.000203746,0.00004190926,0.0001041219,0.00001491694],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007606851,"about_ca_system_score_gemma":0.00003027616,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002246344,"about_ca_topic_score_gemma":0.0001886452,"domain_scores_codex":[0.9986985,0.00005591613,0.000365886,0.0003065731,0.0002779237,0.0002952281],"domain_scores_gemma":[0.9990615,0.00004498383,0.000218667,0.0003081725,0.000193978,0.0001727187],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000536774,0.0005425053,0.8803778,0.002106161,0.00007126528,0.000001693189,0.00383013,4.197958e-8,0.00002255725,0.0001438276,0.0005224556,0.1123279],"study_design_scores_gemma":[0.001780182,0.00194468,0.9823965,0.002632596,0.0001741037,5.082975e-7,0.009640859,0.00006300768,0.00005226865,0.00005306584,0.001138106,0.0001241063],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916208,0.0001421539,0.000005685827,0.005911851,0.0003426645,0.001480826,0.000002780482,0.00003763185,0.0004555407],"genre_scores_gemma":[0.9966961,0.0003003084,0.0005065728,0.0009891053,0.0001632659,0.0003882276,0.0002054153,0.00002447868,0.0007265569],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1122038,"threshold_uncertainty_score":0.4229174,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01472591936285049,"score_gpt":0.2709240645564223,"score_spread":0.2561981451935718,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}